diff --git a/python/mlc_llm/model/model_preset.py b/python/mlc_llm/model/model_preset.py
index c8c17d77ab..f2d244a0e3 100644
--- a/python/mlc_llm/model/model_preset.py
+++ b/python/mlc_llm/model/model_preset.py
@@ -970,9 +970,10 @@
     #     "use_cache": True,
     #     "vocab_size": 128256,
     # },
-    "bert": {
+    "snowflake-arctic-embed-m": {
         "architectures": ["BertModel"],
         "attention_probs_dropout_prob": 0.1,
+        "classifier_dropout": None,
         "gradient_checkpointing": False,
         "hidden_act": "gelu",
         "hidden_dropout_prob": 0.1,
@@ -986,10 +987,34 @@
         "num_hidden_layers": 12,
         "pad_token_id": 0,
         "position_embedding_type": "absolute",
-        "transformers_version": "4.6.0.dev0",
+        "torch_dtype": "float32",
+        "transformers_version": "4.36.1",
         "type_vocab_size": 2,
+        "use_cache": True,
         "vocab_size": 30522,
     },
+    # "snowflake-arctic-embed-s": {
+    #     "architectures": ["BertModel"],
+    #     "attention_probs_dropout_prob": 0.1,
+    #     "classifier_dropout": None,
+    #     "hidden_act": "gelu",
+    #     "hidden_dropout_prob": 0.1,
+    #     "hidden_size": 384,
+    #     "initializer_range": 0.02,
+    #     "intermediate_size": 1536,
+    #     "layer_norm_eps": 1e-12,
+    #     "max_position_embeddings": 512,
+    #     "model_type": "bert",
+    #     "num_attention_heads": 12,
+    #     "num_hidden_layers": 12,
+    #     "pad_token_id": 0,
+    #     "position_embedding_type": "absolute",
+    #     "torch_dtype": "float32",
+    #     "transformers_version": "4.36.1",
+    #     "type_vocab_size": 2,
+    #     "use_cache": True,
+    #     "vocab_size": 30522,
+    # },
     "stablelm-2-zephyr-1_6b": {
         "architectures": ["StableLmForCausalLM"],
         "bos_token_id": 100257,